{"id":"W2119927365","doi":"10.1016/j.jpedsurg.2014.02.066","title":"Practice variation in gastroschisis: Factors influencing closure technique","year":2014,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Gastroschisis; Univariate analysis; Cohort; Pediatrics; Multivariate analysis; Surgery; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004687913,0.0001582748,0.0004264373,0.001961194,0.000882357,0.001189789,0.0009945253,0.001124754,0.004371205],"category_scores_gemma":[0.04991011,0.0003574343,0.0006748514,0.003479938,0.0006839315,0.0008527949,0.000923844,0.001140642,0.0003336138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185275,"about_ca_system_score_gemma":0.002142685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272449,"about_ca_topic_score_gemma":0.01814645,"domain_scores_codex":[0.9893628,0.003240328,0.002712105,0.001627604,0.002118947,0.000938273],"domain_scores_gemma":[0.9294594,0.03333998,0.02565954,0.002821744,0.004167707,0.004551578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005175787,0.00004375124,0.9955759,0.00002928093,0.00005872726,0.00011122,0.0006182737,0.00006678767,0.0000946543,0.00006604748,0.0002600955,0.003023452],"study_design_scores_gemma":[0.000005693107,0.0001152422,0.9960192,0.0000637192,0.00002361391,0.0007409402,0.001901422,0.0004205888,0.00005624658,0.0000822053,0.000560655,0.00001044354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942684,0.001423339,0.0006811241,0.001188707,0.00005531266,0.00004015391,0.000337408,0.00001582546,0.001989661],"genre_scores_gemma":[0.9989457,0.000213305,0.0004298353,0.0001319623,0.00003150674,0.00001126093,0.0001106813,0.00001339935,0.0001123928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272449,"threshold_uncertainty_score":0.02530086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014310177588782,"score_gpt":0.2479785131708839,"score_spread":0.2336683355821019,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}